Category: Will’s Take
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My Agent Just Got Phished for $18K on a Fake Restoration Job
Hypothetical today. Completely real in 18 months. When AI agents execute financial transactions autonomously, fraud attacks target the agent’s trust layer,
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Who Holds the Wallet When the AI Is Spending?
Agent wallets are the next big fight: does the user hold the funds, the platform, or the agent itself? When an AI books a $15,000 restoration job, whose cr
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Buy the Floor, Not the Ceiling: AI Image Generation Pricing Strategy for 2026
Why Imagen 4 Fast at $0.01/image beats premium tiers for AI-native content operations. The quality floor rises faster than the ceiling — stop paying for headroom you will get for free in 90 days.
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What Travel Agents Felt in 2005 Is What Buyer’s Agents Feel Now
Real estate buyer’s agents existed because information was asymmetric. That asymmetry is gone. Every broker whose value is ‘I know things you don’t’ is on
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The TPA Is Taking 10 Points and Calling Itself a Platform
If a carrier’s AI can directly assign a verified restoration contractor, why does a TPA take 8-12 points off the job? The same information asymmetry that c
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Insurance Carriers Are Picking Contractors Now. I’m Losing the Job Before I Even Know About It.
AI job assignment at first notice of loss is quietly becoming standard at major carriers. The restoration contractor doesn’t get a call — they get an assig
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The AI Booked 40% of Our Water Jobs and the Sales Guys Are Pissed
A restoration company integrated AI booking from insurance portals. It now handles 40% of water jobs. The sales team is threatening to quit. This isn’t an
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Services Aren’t Products. Stop Pretending Agentic Commerce Works the Same.
A $27,000 fire restoration job needs permits, insurance adjusters, 14 human touches, and emotional handholding at 2am. You can’t add it to a cart. Every UC
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My AI Just Called My Customer’s Thermostat and Scheduled Itself
An HVAC agent diagnosed a fault via Nest, pulled service history, checked the tech’s calendar, and booked the job. The phone call didn’t just die — it neve
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Six Protocols Walk Into a Bar
UCP, ACP, AP2, A2A, MCP, Retail-MCP — six standards fighting to govern agentic commerce. Will cuts through the noise: what each one does, which overlap, wh